Data Profiling has traditionally been regarded as an IT tool. This is because Data Profiling tools were in the purview of technical people when first introduced, and because data was primarily sourced from IT-implemented ERP or CRM systems.

Today things have changed. Upwards of 80 percent of enterprise data is unstructured. This is data from...
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What’s ahead for your data quality group, DQ tools, and the role of machine learning in DQ?

Originally posted on TDWI

By Farnaz Erfan

Recent Gartner research indicates that the average financial impact of poor data quality (DQ) on organizations is $9.7 million per year. This is likely to worsen as information environments become increasingly complex. As enterprise data management systems continue to...
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In 2012, when Prakash, Dave, Chris and I set out to build a company, our objective was to completely disrupt the enterprise information management (EIM) space. We had four key product principles that we established while forming the company:

Build the solution to be really comfortable for business people whose primary skillset was manipulating...
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While financial crimes compliance (FCC) has long been one of the central motivators for developing stronger data management practices, the intensity of regulations has increased over time, thereby elevating expectations for quality and speed in compliance reporting.

Meanwhile, perpetrators are not standing still. Rather, they are moving forward with new technologies to pursue their calling. In fact, fraud...
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